Distributed monitoring of the absorption column of a post-combustion CO2 capture plant

被引:21
作者
Yin, Xunyuan [1 ]
Decardi-Nelson, Benjamin [1 ]
Liu, Jinfeng [1 ]
机构
[1] Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 1H9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
distributed state estimation; fault detection and isolation; Moving horizon estimation; post-combustion carbon capture plant; MOVING-HORIZON ESTIMATION; DISCRETE-TIME-SYSTEMS; STATE ESTIMATION; SUBSYSTEM DECOMPOSITION; NONLINEAR-SYSTEMS; FAULT-DIAGNOSIS; MODEL; STABILITY; DESIGN; UNCERTAINTY;
D O I
10.1002/acs.3074
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we consider the monitoring of the absorption column of a typical post-combustion capture plant within a distributed framework. The column is decomposed into a few subsystems, and a distributed moving horizon state estimator network is designed to estimate the state of the entire column. A state predictor is also designed for each subsystem to approximate the future evolution of the subsystem. These subsystem predictors form a distributed predictor network. Based on the distributed estimator and predictor networks, a fault diagnosis mechanism is proposed specifically for potential additive sensor faults. Extensive simulation results are provided to demonstrate the performance of the proposed approach.
引用
收藏
页码:757 / 776
页数:20
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